近五年ICCV、CVPR、ECCV等顶级国际会议关于行人重识别(person re-identification)论文汇总，不定期更新。
如有疏漏或不足之处，欢迎指正。
ICCV
ICCV 2017
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro. Zhedong Zheng, Liang Zheng, Yi Yang
SVDNet for Pedestrian Retrieval. Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis. Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang
Neural Person Search Machines. Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems. Arko Barman, Shishir K. Shah
Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification. Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng
Spatio-Temporal Person Retrieval via Natural Language Queries. Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada
A Two Stream Siamese Convolutional Neural Network for Person Re-Identification. Dahjung Chung, Khalid Tahboub, Edward J. Delp
Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras. Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang
Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification. Jiahuan Zhou, Pei Yu, Wei Tang, Ying Wu
Stepwise Metric Promotion for Unsupervised Video Person Re-Identification. Zimo Liu, Dong Wang, Huchuan Lu
RMPE: Regional Multi-Person Pose Estimation. Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu
Deeply-Learned Part-Aligned Representations for Person Re-Identification. Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang
Pose-Driven Deep Convolutional Model for Person Re-Identification. Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian
Dynamic Label Graph Matching for Unsupervised Video Re-Identification. Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification. Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang, Pan Zhou
RGB-Infrared Cross-Modality Person Re-Identification. Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai
Multi-Scale Deep Learning Architectures for Person Re-Identification. Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue
ICCV 2015
Partial Person Re-Identification. Wei-Shi Zheng, Xiang Li, Tao Xiang, Shengcai Liao, Jianhuang Lai, Shaogang Gong
Scalable Person Re-Identification: A Benchmark. Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian
Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis. Jorge GarcÃa, Niki Martinel, Christian Micheloni, Alfredo Gardel
Person Re-Identification With Correspondence Structure Learning. Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu, Jingdong Wang
Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification. Shengcai Liao, Stan Z. Li
Multi-Task Learning With Low Rank Attribute Embedding for Person Re-Identification. Chi Su, Fan Yang, Shiliang Zhang, Qi Tian, Larry S. Davis, Wen Gao
Multi-Scale Learning for Low-Resolution Person Re-Identification. Xiang Li, Wei-Shi Zheng, Xiaojuan Wang, Tao Xiang, Shaogang Gong
Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries. Srikrishna Karanam, Yang Li, Richard J. Radke
ICCV 2013
POP: Person re-identification post-rank optimisation. S. G. C. Liu, C. C. Loy, G. Wang
Person re-identification by salience matching. R. Zhao, W. Ouyang, X. Wang
Domain Transfer Support Vector Ranking for Person Re-Identification without Target Camera Label Information. Andy Jinhua Ma, Pong Chi Yuen, Jiawei Li
CVPR
CVPR 2018
Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification. Dapeng Chen, Dan Xu, Hongsheng Li, Nicu Sebe, Xiaogang Wang
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Longhui Wei, Shiliang Zhang, Wen Gao, Qi Tian
Disentangled Person Image Generation. Liqian Ma, Qianru Sun, Stamatios Georgoulis, Mario Fritz, Bernt Schiele, Luc Van Gool
Unsupervised Person Image Synthesis in Arbitrary Poses. Albert Pumarola, Antonio Agudo, Alberto Sanfeliu, Francesc Moreno-Noguer
Good Appearance Features for Multi-Target Multi-Camera Tracking. Ergys Ristani, Carlo Tomasi
Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification. Shuang Li, Slawomir Bak, Peter Carr
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification. Weijian Deng, Liang Zheng, GUOLIANG KANG, Yi Yang, Qixiang Ye, Jianbin Jiao
Human Semantic Parsing for Person Re-identification. Mahdi Kalayeh, Emrah Basaran, Mubarak Shah
Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding. Dapeng Chen, Hongsheng Li, Tong Xiao, Shuai Yi, Xiaogang Wang
Mask-guided Contrastive Attention Model for Person Re-Identification. Chunfeng Song, Yan Huang, Wanli Ouyang, Liang Wang
Person Re-identification with Cascaded Pairwise Convolutions. Yicheng Wang, Zhenzhong Chen, Feng Wu, Gang Wang
Multi-Level Factorisation Net for Person Re-Identification. Xiaobin Chang, Timothy Hospedales, Tao Xiang
Attention-aware Compositional Network for Person Re-Identification. Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang
Deep Group-shuffling Random Walk for Person Re-identification. Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li
Harmonious Attention Network for Person Re-Identification. Wei Li, Xiatian Zhu, Shaogang Gong
Efficient and Deep Person Re-Identification using Multi-Level Similarity. Yiluan Guo, Ngai-Man Cheung
Pose Transferrable Person Re-Identification. Jinxian Liu, Yichao Yan, Bingbing Ni, Peng Zhou, Shuo Cheng, jianguo Hu
Adversarially Occluded Samples for Person Re-identification. Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang
Camera Style Adaptation for Person Re-identification. Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex Kot, Gang Wang
Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints. Jiahuan Zhou, Bing Su, Ying Wu
Eliminating Background-bias for Robust Person Re-identification. Maoqing Tian, Shuai Yi, Hongsheng Li, Shihua Li, Xuesen Zhang, Jianping Shi, Junjie Yan, Xiaogang Wang
End-to-End Deep Kronecker-Product Matching for Person Re-identification. Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang
Exploiting Transitivity for Learning Person Re-identification Models on a Budget. Sourya Roy, Sujoy Paul, Neal Young, Amit Roy-Chowdhury
Deep Spatial Feature Reconstruction for Partial Person Re-identification. Lingxiao He, Jian Liang, Haiqing Li, Zhenan Sun
Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns. Jianming Lv, Weihang Chen, Qing Li, Can Yang
Resource Aware Person Re-identification across Multiple Resolutions. Yan Wang, Lequn Wang, Yurong You, xu Zou, Vincent Chen, Serena Li, Bharath Hariharan, Gao Huang, Kilian Weinberger
Multi-shot Pedestrian Re-identification via Sequential Decision Making. Jianfu Zhang, Naiyan Wang, Liqing Zhang
Deep Mutual Learning. Ying Zhang, Tao Xiang, Timothy Hospedales, Huchuan Lu
CVPR 2017
Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion. Haiyu Zhao, Maoqing Tian, Shuyang Sun, Jing Shao, Junjie Yan, Shuai Yi, Xiaogang Wang, Xiaoou Tang
Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification. Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
Person Re-identification in the Wild. Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Qi Tian
Scalable Person Re-identification on Supervised Smoothed Manifold. Song Bai, Xiang Bai, Qi Tian
Joint Detection and Identification Feature Learning for Person Search. Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang
Consistent-Aware Deep Learning for Person Re-identification in a Camera Network. Ji Lin, Liangliang Ren, Jiwen Lu, Jianjiang Feng, Jie Zhou
Multiple People Tracking by Lifted Multicut and Person Re-identification. Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification. Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng
Person Search with Natural Language Description. Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang
Fast Person Re-identification via Cross-Camera Semantic Binary Transformation. Jiaxin Chen, Yunhong Wang, Jie Qin, Li Liu, Ling Shao
See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-identification. Zhen Zhou, Yan Huang, Wei Wang, Liang Wang, Tieniu Tan
Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification. Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang
CVPR 2016
Recurrent Attention Models for Depth-Based Person Identification. Albert Haque, Alexandre Alahi, Li Fei-Fei
Learning a Discriminative Null Space for Person Re-identification. Li Zhang, Tao Xiang, Shaogang Gong
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification. Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang
Similarity Learning with Spatial Constraints for Person Re-identification. Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng
Sample-Specific SVM Learning for Person Re-identification. Ying Zhang, Baohua Li, Huchuan Lu, Atshushi Irie, Xiang Ruan
Joint Learning of Single-Image and Cross-Image Representations for Person Re-identification. Faqiang Wang, Wangmeng Zuo, Liang Lin, David Zhang, Lei Zhang
Unsupervised Cross-Dataset Transfer Learning for Person Re-identification. Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong, Tiejun Huang, Yonghong Tian
Recurrent Convolutional Network for Video-Based Person Re-identification. Niall McLaughlin, Jesús Martínez del Rincón, Paul C. Miller
Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function. De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng
Top-Push Video-Based Person Re-identification. Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng
Improving Person Re-identification via Pose-Aware Multi-shot Matching. Yeong-Jun Cho, Kuk-Jin Yoon
Hierarchical Gaussian Descriptor for Person Re-identification. Tetsu Matsukawa, Takahiro Okabe, Einoshin Suzuki, Yoichi Sato
CVPR 2015
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification. Dapeng Chen, Zejian Yuan, Gang Hua, Nanning Zheng, Jingdong Wang
Query-Adaptive Late Fusion for Image Search and Person Re-Identification. Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, Qi Tian
Learning to Rank in Person Re-Identification With Metric Ensembles. Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning. Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li
An Improved Deep Learning Architecture for Person Re-Identification. Ejaz Ahmed, Michael Jones, Tim K. Marks
Transferring a Semantic Representation for Person Re-Identification and Search. Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang
CVPR 2014
Learning Mid-level Filters for Person Re-identification. Rui Zhao, Wanli Ouyang, Xiaogang Wang
Semi-Supervised Coupled Dictionary Learning for Person Re-identification. Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou , Chun Chen, Jiajun Bu
DeepReID: Deep Filter Pairing Neural Network for Person Re-identification. Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang
CVPR 2013
- Unsupervised Salience Learning for Person Re-identification. Rui Zhao, Wanli Ouyang, Xiaogang Wang
ECCV
ECCV 2016
Embedding Deep Metric for Person Re-identification: A Study Against Large Variations. Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Wei-Shi Zheng, Stan Li
Person Re-identification by Unsupervised L1 Graph Learning. Elyor Kodirov, Tao Xiang, Zhenyong Fu, Shaogang Gong
Deep Attributes Driven Person Re-identification. Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian
Human-In-The-Loop Person Re-Identification. Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang
Temporal Model Adaptation for Person Re-Identification. Niki Martinel, Abir Das, Christian Micheloni, Amit Roy-Chowdhury
Person Re-Identification via Recurrent Feature Aggregation. Yichao Yan, Bingbing Ni, Zhichao Song, chao Ma, Yan Yan, xiaokang Yang
MARS: A Video Benchmark for Large-Scale Person Re-identification. Liang Zheng, Zhi Bie, Yifan Sun, Jingdong Wang, Chi Su, Shengjin Wang, Qi Tian
ECCV 2014
Salient Color Names for Person Re-Identification. Yang Yang, Jimei Yang, Junjie Yan, Shengcai Liao, Dong Yi, Stan Li
Person Re-Identification by Video Ranking. Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang
Person Re-Identification using Kernel-based Metric Learning Methods. Fei Xiong, Mengran Gou, Octavia Camps, Mario Sznaier
BMVC
BMVC 2017
Person Re-Identification by Localizing Discriminative Regions. Tanzila Rahman, Mrigank Rochan, Yang Wang
Deep Reinforcement Learning Attention Selection For Person Re-Identification. Xu Lan, HangXiao Wang, Shaogang Gong, Xiatian Zhu
Key Person Aided Re-identification in Partially Ordered Pedestrian Set. Chen Chen, Min Cao, Silong Peng
Divide and Fuse: A Re-ranking Approach for Person Re-identification. Rui Yu, Zhichao Zhou, Song Bai, Xiang Bai
Cross-View GAN Based Vehicle Generation for Re-identification. Yi Zhou, Ling Shao
Efficient Video Summarization Using Principal Person Appearance for Video-Based Person Re-Identification. Seongro Yoon, Furqan Khan, Francois Bremond
BMVC 2016
Person Re-identification in Appearance Impaired Scenarios. Mengran Gou, Xikang Zhang, Angels Rates-Borras, Sadjad Asghari-Esfeden, Octavia I. Camps, Mario Sznaier
Highly Efficient Regression for Scalable Person Re-Identification. Hanxiao Wang, Shaogang Gong, Tao Xiang
BMVC 2015
Kernelized View Adaptive Subspace Learning for Person Re-identification. Qin Zhou, Shibao Zheng, Hang Su, Hua Yang, Yu Wang, Shuang Wu
Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-identification. Elyor Kodirov, Tao Xiang, Shaogang Gong
Multi-Shot Human Re-Identification Using Adaptive Fisher Discriminant Analysis. Yang Li, Ziyan Wu, Srikrishna Karanam, Richard J. Radke
BMVC 2014
Re-id: Hunting Attributes in the Wild. Ryan Layne, Timothy M. Hospedales, Shaogang Gong
Unsupervised Learning of Generative Topic Saliency for Person Re-identification. Hanxiao Wang, Shaogang Gong, Tao Xiang
Open-world Person Re-Identification by Multi-Label Assignment Inference. Brais Cancela, Timothy M. Hospedales, Shaogang Gong
AAAI
AAAI 2018
Cross-View Person Identification by Matching Human Poses Estimated with Confidence on Each Body Joint. Guoqiang Liang, Xuguang Lan, Kang Zheng, Song Wang, Nanning Zheng
Deep Low-Resolution Person Re-Identification. Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong
Discriminative Semi-coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification. Kai Li, Zhengming Ding, Sheng Li, Yun Fu
Graph Correspondence Transfer for Person Re-identification. Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification. Zheng Li, Ying Wei, Yu Zhang, Qiang Yang
Multi-Channel Pyramid Person Matching Network for Person Re-Identification. Chaojie Mao, Yingming Li, zhongfei Zhang, yaqing Zhang, Xi Li
Multi-rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification. Zhihui Li, Lina Yao, Feiping Nie, Dingwen Zhang, Min Xu
Region-based Quality Estimation Network for Large-scale Person Re-identification. Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai
Semi-supervised Bayesian Attribute Learning for Person Re-identification. Wenhe Liu, Ling Chen, Xiaojun Chang, Yi Yang
Temporal-Enhanced Convolutional Network for Person Re-identification. Yang Wu, Jie Qiu, Jun Takamatsu, Tsukasa Ogasawara
Video-based Person Re-identification via Self Paced Weighting. Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu
AAAI 2017
A Multi-Task Deep Network for Person Re-Identification. Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification. Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li
Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng
AAAI 2016
Large Scale Similarity Learning Using Similar Pairs for Person Verification. Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li
Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation. Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li
DARI: Distance metric And Representation Integration for Person Verification. Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang
AAAI 2015
- Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification. Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang
NIPS 2016
- Deep Neural Networks with Inexact Matching for Person Re-Identification. Arulkumar Subramaniam, Moitreya Chatterjee, Anurag Mittal.
IJCAI
IJCAI 2017
Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. De Cheng, Xiaojun Chang, Li Liu, Alexander Hauptmann, Yihong Gong, Nanning Zheng
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification. Wei Li, Xiatian Zhu, Shaogang Gong
IJCAI 2016
Learning Cross-View Binary Identities for Fast Person Re-Identification. Feng Zheng, Ling Shao
Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface. Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Chao Liang, Jinqiao Wang
Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification. Yaqing Zhang, Xi Li, Liming Zhao, Zhongfei Zhang
Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng
IJCAI 2015
Cross-View Projective Dictionary Learning for Person Re-Identification. Sheng Li, Ming Shao, Yun Fu
Mirror Representation for Modeling View-Specific Transform in Person Re-Identification. Ying-Cong Chen, Wei-Shi Zheng, Jianhuang Lai
